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Esploro Smart Harvesting AI | Clarivate

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class="nav-link">Web of Science</a></li> </ul> </div> </div> <div id="main-content-wrapper"> <section class="hero bg-gradient-purple-blue-opacity "> <!-- Content--> <div class="hero-content"> <div class="container h-100 position-relative"> <div class="row"> <div class="col-12"> <div class="page-breadcrumbs mb-4 d-flex align-items-start fs-5 text-black"><a href="https://clarivate.com/academia-government/zh/scientific-and-academic-research/" class="text-black">科學與學術研究</a>&nbsp;&nbsp;&#x2022;&nbsp;&nbsp;<a href="https://clarivate.com/academia-government/zh/scientific-and-academic-research/research-funding-analytics/" class="text-black">研究資金規劃與分析</a>&nbsp;&nbsp;&#x2022;&nbsp;&nbsp;<a href="https://clarivate.com/academia-government/zh/scientific-and-academic-research/research-funding-analytics/esploro-research-portal/" class="text-black">Esploro</a></div> </div> </div> <div class="row align-items-center align-items-lg-end"> <div class="col-lg-7"> <h1 class="mb-20 text-primary ">Esploro Smart Harvesting AI </h1> <p class="lead text-black">Grow the coverage and accuracy of your research portal </p> </div> <div class="col-lg-5 h-100 d-lg-flex justify-content-lg-end align-items-lg-end pb-lg-4"> <div class="btn-wrapper d-inline-block"> <a href="#gate-d03fa19c-5815-426b-b71f-cbaaebd9301e" class="btn btn-purple" > <span>Contact sales</span> <i class="material-symbols-outlined">3p</i> </a> </div><div class="btn-wrapper d-inline-block"> <a href="https://knowledge.exlibrisgroup.com/Esploro" class="btn btn-purple" > <span>Contact support</span> <i class="material-symbols-outlined">north_east</i> </a> </div> </div> </div> </div> </div> </section> <!-- Begin modules --> <div class="modules-wrapper position-relative has-sticky-side-menu"> <div class="side-sticky-menu-section position-absolute top-0 bottom-0 w-100 d-none d-lg-block "> <div class="container h-100"> <div class="row h-100"> <div class="col-lg-3"> <div class="sticky-menu sticky-lg-top"> <ul class="list-unstyled"> <li> <a href="#overview" class="js-scroll-to">Overview</a> </li><li> <a href="#features" class="js-scroll-to">Features</a> </li><li> <a href="#resources" class="js-scroll-to">Resources</a> </li><li> <a href="#relatedProducts" class="js-scroll-to">Related products</a> </li><li> <a href="#contact" class="js-scroll-to">Let's talk</a> </li> </ul> </div> </div> </div> </div> </div> <section id="overview" class="module content module-products bg-white overflow-hidden " > <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <!-- Start section title and subtitle --> <div class="row justify-content-start"> <div class="col-sm-10 col-md-9"> <div class="section-title"> <h2 class="text-warm-purple text-start">Use AI to manage accurate and complete research information </h2> <p class="lead text-black text-start">Smart Harvesting AI keeps the Esploro research repositories and researcher profiles comprehensive, accurate and up to date. It automatically captures research output and data, improving an institution’s ability to showcase its research, enrich its reporting and relieve administrative burden. </p> </div> </div> </div> </div> </div> <!-- End section title and subtitle --> </div> <div class="container container-products"> <div class="row"> <div class="col-12 col-lg-9 offset-lg-3 text-center"> <a href="http://m9e3eei2eR8of8gL5itqzn" data-src="https://play.vidyard.com/m9e3eei2eR8of8gL5itqzn" data-bs-toggle="modal" data-bs-target="#video_modal" class="video-modal" ><img decoding="async" src="https://clarivate.com/academia-government/wp-content/uploads/sites/3/2024/09/Screenshot-2024-07-25-at-11.57.41-1.jpg" class="img-fluid"/></a> </div> <div class="col-12 col-lg-9 offset-lg-3 px-3 px-lg-2 py-lg-20 d-grid d-lg-flex align-items-start productProgressBarContainer"> <div class="item pt-3 pb-lg-3 pe-lg-5"> <h3 class="slider-title text-primary">Reduce administrative burden </h3> <p class="slider-description text-black">Artificial intelligence automates the collection and matching of publications and data to reduce manual work. </p> </div> <div class="item pt-3 pb-lg-3 pe-lg-5"> <h3 class="slider-title text-primary">Auto-match researchers to output</h3> <p class="slider-description text-black">Accurately and efficiently links authors and their work at scale, assessing mass volumes of scholarly output. </p> </div> <div class="item pt-3 pb-lg-3 pe-lg-5"> <h3 class="slider-title text-primary">Search billions of records</h3> <p class="slider-description text-black">Uncovers relevant research assets in local databases, top repositories and among 5 billion+ records in the Ex Libris Central Discovery Index. </p> </div> </div> </div> </div> </section><section id="features" class="module content module-tabs bg-white overflow-hidden pt-lg-140 pb-lg-0 pt-80 pb-80" > <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <!-- Start section title and subtitle --> <div class="row justify-content-start"> <div class="col-sm-10 col-md-9"> <div class="section-title"> <h2 class="text-warm-purple text-start">Esploro Smart Harvesting and Esploro Profile Enrichment Services</h2> <p class="lead text-black text-start">Smart Harvesting uses AI for data enrichment and publication curation across a multi-step process. With Esploro Profile Enrichment Services, Clarivate manages the end-to-end process for you.</p> </div> </div> </div> </div> </div> <!-- End section title and subtitle --> </div> <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <ul class="nav nav-tabs d-none d-lg-flex" role="tablist"> <li class="nav-item"> <a class="nav-link active" data-bs-toggle="tab" aria-current="page" href="#tab-24aa882534a7c68e8fa0e9a3651cdd0a-2" role="tab" aria-controls="tab-24aa882534a7c68e8fa0e9a3651cdd0a-2" aria-selected="true">Multi-step process</a> </li> <li class="nav-item"> <a class="nav-link " data-bs-toggle="tab" aria-current="page" href="#tab-5d7fc1637015cdb83fa8aff5dc95176a-2" role="tab" aria-controls="tab-5d7fc1637015cdb83fa8aff5dc95176a-2" aria-selected="false">Author Matching AI</a> </li> <li class="nav-item"> <a class="nav-link " data-bs-toggle="tab" aria-current="page" href="#tab-2a80513f40f0c2a9c11009fa83049bd9-2" role="tab" aria-controls="tab-2a80513f40f0c2a9c11009fa83049bd9-2" aria-selected="false">Machine learning</a> </li> <li class="nav-item"> <a class="nav-link " data-bs-toggle="tab" aria-current="page" href="#tab-98674bc1183707c48923e874251698de-2" role="tab" aria-controls="tab-98674bc1183707c48923e874251698de-2" aria-selected="false">Profile Enrichment Service</a> </li> </ul> <div class="d-lg-none mb-40"> <div class="dropdown filters-dropdown"> <button type="button" class="btn d-flex align-items-center justify-content-between btn-white w-100" role="button" data-bs-toggle="dropdown" aria-haspopup="true" aria-expanded="false"> <span>Multi-step process</span> <i class="material-symbols-outlined">segment</i> </button> <div class="dropdown-menu dropdown-menu-btn-outline-primary" aria-labelledby="dropdownMenuLink"> <button class="dropdown-item close-filter" type="button" role="button"> <span class="material-symbols-outlined">close</span> </button> <button type="button" class="dropdown-item" data-js-toggle="tab" data-js-target="#tab-24aa882534a7c68e8fa0e9a3651cdd0a-2" role="button"> Multi-step process </button> <button type="button" class="dropdown-item" data-js-toggle="tab" data-js-target="#tab-5d7fc1637015cdb83fa8aff5dc95176a-2" role="button"> Author Matching AI </button> <button type="button" class="dropdown-item" data-js-toggle="tab" data-js-target="#tab-2a80513f40f0c2a9c11009fa83049bd9-2" role="button"> Machine learning </button> <button type="button" class="dropdown-item" data-js-toggle="tab" data-js-target="#tab-98674bc1183707c48923e874251698de-2" role="button"> Profile Enrichment Service </button> </div> </div> </div> </div> </div> </div> <div class="bg-white pb-80 pt-80"> <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <div class="tab-content" id="tabs-2"> <div class="tab-pane fade active show" id="tab-24aa882534a7c68e8fa0e9a3651cdd0a-2" role="tabpanel" aria-labelledby="tab-trigger-24aa882534a7c68e8fa0e9a3651cdd0a-2"> <!-- Start column row --> <div class="row"> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <p><a href="https://clarivate.com/academia-government/scientific-and-academic-research/research-funding-analytics/esploro-research-portal/">Esploro</a> connects researchers to their works using a multi-step approach which starts during the implementation phase and continues with ongoing updates.</p> <ul> <li>Includes publications, datasets, awarded grants, projects, patents, creative works, media mentions and more – all linked.</li> <li>AI enriched metadata increases discoverability via search engines.</li> <li>Information gathered from a massive set of output records in the Ex Libris Central Discovery Index (CDI), researcher publication lists, and ORCID profiles.</li> <li>Covers all disciplines, including STEM, Humanities, Social Sciences and the Arts.</li> </ul> </div> <!-- End column content --> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <img src="https://clarivate.com/academia-government/wp-content/uploads/sites/3/2024/09/EsploroSmartHarvesting_benefitsmodule_1_660x470.jpg" class="img-fluid" alt="EndNote - A Clarivate Product"> </div> <!-- End column content --> </div> <!-- End column row --> </div> <!-- End pane--> <div class="tab-pane fade " id="tab-5d7fc1637015cdb83fa8aff5dc95176a-2" role="tabpanel" aria-labelledby="tab-trigger-5d7fc1637015cdb83fa8aff5dc95176a-2"> <!-- Start column row --> <div class="row"> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <p>The Author Matching AI algorithm powers the Smart Harvesting AI process by removing duplicates and creating relationships between authors and publications.</p> <ul> <li>Learns all variants of a researcher’s name, affiliations and specializations, years of professional activity, previously known assets, and more.</li> <li>Cross-checks known data points with new records, semantic contexts, subject matter, co-authors, metadata, and more.</li> <li>Rapidly assesses the likelihood of a given output being the product of a specific researcher.</li> <li>Universities using <a href="https://clarivate.com/academia-government/scientific-and-academic-research/research-funding-analytics/esploro-research-portal/">Esploro</a> see an immediate and significant increase in the number of linked assets per researcher.</li> </ul> </div> <!-- End column content --> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <img src="https://clarivate.com/academia-government/wp-content/uploads/sites/3/2024/09/EsploroSmartHarvesting_benefitsmodule_2_660x470.jpg" class="img-fluid" alt="EndNote - A Clarivate Product"> </div> <!-- End column content --> </div> <!-- End column row --> </div> <!-- End pane--> <div class="tab-pane fade " id="tab-2a80513f40f0c2a9c11009fa83049bd9-2" role="tabpanel" aria-labelledby="tab-trigger-2a80513f40f0c2a9c11009fa83049bd9-2"> <!-- Start column row --> <div class="row"> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <p>Smart Harvesting AI’s ability to rapidly fill information gaps becomes even more evident as engagement with Esploro continues over time and the algorithm keeps learning.</p> <ul> <li>Unique machine learning algorithms identify the relationships, correlations and patterns that emerge from a large set of research outputs and profiles.</li> <li>Natural language processing reveals how close to one another selected words are likely to be, and in what combinations, across all examined records.</li> <li>With periodic checks for new outputs, the solution continuously enriches the <a href="https://clarivate.com/academia-government/scientific-and-academic-research/research-funding-analytics/esploro-research-portal/">Esploro</a> outputs.</li> <li>The more information collected, the more accurately and consistently each researcher’s profile will be populated.</li> </ul> </div> <!-- End column content --> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <img src="https://clarivate.com/academia-government/wp-content/uploads/sites/3/2024/09/EsploroSmartHarvesting_benefitsmodule_3_660x470.jpg" class="img-fluid" alt="EndNote - A Clarivate Product"> </div> <!-- End column content --> </div> <!-- End column row --> </div> <!-- End pane--> <div class="tab-pane fade " id="tab-98674bc1183707c48923e874251698de-2" role="tabpanel" aria-labelledby="tab-trigger-98674bc1183707c48923e874251698de-2"> <!-- Start column row --> <div class="row"> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <p>The Esploro Profile Enrichment Service relieves the burden of profile creation and enrichment work from the institution. If opting for this service, Clarivate will manage the automated and manual processes required to connect publications from several sources to your authors.</p> <ul> <li>Reduce rollout time and gain a rich portal and comprehensive profiles that demonstrate the Esploro value to researchers, department heads and other stakeholders.</li> <li>Reduce the workload associated with building a comprehensive, retrospective collection of your researchers’ publications. Clarivate will run the automated tools, review results and assist with corrections for accuracy.</li> </ul> </div> <!-- End column content --> <!-- Start column content --> <div class="tabs-wysiwyg-column col-lg-6 " > <img src="https://clarivate.com/academia-government/wp-content/uploads/sites/3/2024/09/EsploroSmartHarvesting_benefitsmodule_4_660x470.jpg" class="img-fluid" alt="EndNote - A Clarivate Product"> </div> <!-- End column content --> </div> <!-- End column row --> </div> <!-- End pane--> </div> </div> </div> </div> </div> </section> <section id="contact" class="module content module-cta_bar no-top-border bg-gradient-purple-blue-opacity pt-lg-40 pb-lg-40 pt-40 pb-40" > <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <div class="row "> <!-- Start column content --> <div class="col-lg-8"> <h3 class="text-primary">Talk to our experts about Esploro Profile Enrichment services</h3> <p class="text-black">Ready to learn more about Esploro Smart Harvesting and Profile Enrichment Service? </p> </div> <div class="col-lg-4 pe-0 d-flex justify-content-lg-end align-items-center"> <div class="btn-wrapper d-inline-block"> <a href="#gate-d03fa19c-5815-426b-b71f-cbaaebd9301e" class="btn btn-purple" > <span>Contact sales</span> <i class="material-symbols-outlined">3p</i> </a> </div> </div> <!-- End column content --> </div> <!-- End column row --> </div> </div> </div> </section><section id="resources" class="module content module-cards bg-white " > <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <!-- Start section title and subtitle --> <div class="row justify-content-start"> <div class="col-sm-10 col-md-9"> <div class="section-title"> <h2 class="text-warm-purple text-start">Resources</h2> </div> </div> </div> <!-- End section title and subtitle --> <div class="row" > <div class="card-wrapper col-lg-6 mb-4 col-lg-6 mb-4 all-4 filter-d41d8cd98f00b204e9800998ecf8427e-4 academia_and_government-4"> <div class="h-100 w-100 card gradient purple-blue-opacity card-image-none"> <div class="d-flex h-100 flex-column"> <div class="card-content-wrapper card-content-default h-100"> <div class="card-body z-2 p-4 p-lg-5 text-black h-100"> <div class="d-flex flex-column min-height-100 justify-content-between img"> <div> <div class="d-flex justify-content-between align-items-center mb-12"> <span class="content-type">Factsheet</span> <span class="date"></span> </div> <h5 class="card-title text-primary"> Profile Enrichment Service </h5> <div class="card-text"> <div class="mb-3 "> Learn more about the Profile Enrichment Service process </div> </div> </div> <div class="card-footer px-0 py-0 z-2 mt-4 text-primary"> <i class="material-symbols-outlined hover-padding">north_east</i> </div> </div> </div> </div> </div> <a href="http://clarivate.com/academia-government/download/esploro-profile-enrichment-service-factsheet/?tmstv=1732403854" aria-label="Read More" class="stretched-link stretched-link" ></a></div> </div> <div class="card-wrapper col-lg-6 mb-4 col-lg-6 mb-4 all-4 filter-d41d8cd98f00b204e9800998ecf8427e-4"> <div class="h-100 w-100 card gradient purple-blue-opacity video-card card-image-none"> <div class="d-flex h-100 flex-column"> <div class="card-content-wrapper card-content-default h-100"> <div class="card-body z-2 p-4 p-lg-5 text-black h-100"> <div class="d-flex flex-column min-height-100 justify-content-between img"> <div> <div class="d-flex justify-content-between align-items-center mb-12"> <span class="content-type">Video</span> <span class="date"></span> </div> <h5 class="card-title text-primary"> Esploro Analytics </h5> <div class="card-text"> <div class="mb-3 "> Esploro provides flexible reporting and analytics capabilities to understand and demonstrate how your institution’s research is being used and to provide information that can be used to make data-driven decisions. </div> </div> </div> <div class="card-footer px-0 py-0 z-2 mt-4 text-primary"> <i class="material-symbols-outlined hover-padding">movie</i> </div> </div> </div> </div> </div> <a href="https://play.vidyard.com/PAAnUt7aNAnVe6dY4yX51j" aria-label="Read More" class="stretched-link stretched-link video-modal" data-src="https://play.vidyard.com/PAAnUt7aNAnVe6dY4yX51j" data-bs-toggle="modal" data-bs-target="#video_modal" ></a></div> </div> </div> </div> </div> </div> </section><section id="relatedProducts" class="module content module-cards bg-white " > <div class="container"> <div class="row"> <div class="col-lg-9 offset-lg-3"> <!-- Start section title and subtitle --> <div class="row justify-content-start"> <div class="col-sm-10 col-md-9"> <div class="section-title"> <h2 class="text-warm-purple text-start">Related products</h2> </div> </div> </div> <!-- End section title and subtitle --> <div class="row" > <div class="card-wrapper col-lg-6 mb-4 col-lg-6 mb-4 all-5 filter-d41d8cd98f00b204e9800998ecf8427e-5 academia_and_government-5"> <div class="h-100 w-100 card gradient 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purple-blue-opacity card-image-none"> <div class="d-flex h-100 flex-column"> <div class="card-content-wrapper card-content-default h-100"> <div class="card-body z-2 p-4 p-lg-5 text-black h-100"> <div class="d-flex flex-column min-height-100 justify-content-between img"> <div> <h5 class="card-title text-primary"> Web of Science Core Collection </h5> <div class="card-text"> <div class="mb-3 "> <p>藉由世界上最受信賴的引用資料庫,提升計畫實力</p> </div> </div> </div> <div class="card-footer px-0 py-0 z-2 mt-4 text-primary"> <i class="material-symbols-outlined hover-padding">north_east</i> </div> </div> </div> </div> </div> <a href="https://clarivate.com/academia-government/zh/scientific-and-academic-research/research-discovery-and-referencing/web-of-science/web-of-science-core-collection/" aria-label="Read More" class="stretched-link stretched-link" ></a></div> </div> <div class="card-wrapper col-lg-6 mb-4 col-lg-6 mb-4 all-5 filter-d41d8cd98f00b204e9800998ecf8427e-5 academia_and_government-5"> <div 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